Use cases
Where AI tends to help B2B teams.
These are illustrative opportunities, not client case studies. The right fit depends on your process, systems, and data, which is why every project starts with an assessment.
Sales
Spend more time with buyers and less time on preparation and admin.
Inquiry triage and routing
Summarize new inquiries, match them to existing accounts, and route to the right rep.
Quote and proposal drafts
Assemble first drafts from past proposals, pricing rules, and product details for review.
CRM hygiene
Log meeting notes and email activity against the right records automatically.
Account briefings
Generate a short brief before calls from CRM history and recent correspondence.
Operations
Reduce re-keying and keep information consistent across systems.
Order and PO processing
Extract details from incoming orders and prepare entries in your ERP for confirmation.
Document intake
Classify and extract data from invoices, certificates, and forms with validation.
Recurring reports
Compile weekly status reports from several systems into one consistent format.
Procedure lookup
Give staff grounded answers about internal procedures with links to the source.
Customer support
Answer faster and more consistently, with people handling the hard cases.
Suggested replies
Draft answers from your knowledge base for an agent to edit and send.
Ticket categorization
Tag and prioritize incoming requests so they reach the right queue.
Status lookups
Pull order or project status from internal systems into the conversation.
Escalation summaries
Hand off complex cases with a concise summary of what's already been tried.
Leadership
Get a clearer view of operations and a grounded plan for AI.
Opportunity assessment
Identify where AI can realistically help, ranked by value, effort, and risk.
Operational summaries
Plain-language summaries drawn from reports you already produce.
Forecasting
Explore whether historical data can support useful demand or capacity forecasts.
Governance
Define who approves AI use, how data is handled, and how results are reviewed.
By industry
Who we build for.
Industries we focus on. This describes our intended audience, not a list of existing clients.
Professional service firms
Proposal preparation, knowledge retrieval across past engagements, intake, and time-consuming document review.
Manufacturers and distributors
Order intake, ERP lookups, supplier documents, quote preparation, and demand forecasting.
B2B technology companies
Support triage, sales copilots, onboarding assistants, and connecting product and customer data.
Commercial service providers
Scheduling inputs, work order paperwork, customer updates, and field report processing.
Have a process in mind?
Describe it in your own words. We'll review it and respond with practical next steps, not a sales script.